Can I stretch a trapezoidal image into a true rectangular image?

I photographed a framed painting that, despite my best efforts, came out as a trapezoid rather than the rectangle I intended.  The image has a slight taper in the sides going from top to bottom.  The top of the image is 100% of the canvas width while the bottom of the image is perhaps 95% of the canvas width, so it is close to a true rectangle but not exact.  What that means is that the bottom of the photo needs to be stretched by about 5%, the middle needs to be strecthed by about 2.5%, and the top is OK as is.  Naturally, the amount of stretch required becomes progresively greater when going from the top to the bottom of the image.  I'm new to Photoshop.  Is it possible to perform such an image manipulation?
Thanks...

Hi Joe!  The suggestions in the previous reply are right on.  Just to spell those out a bit more:
1. Open your image in Photoshop.  Double-click on the Background layer in the Layers palette (see the red arrow in the image below).  The bottom layer is locked by default when you open an image, and double-clicking makes it editable.
2. Right-click on the same layer and select "Convert to Smart Object" from the menu.  Converting the layer to a Smart Object will ensure that it will lose as little quality as possible when it is transformed. 
3. From the Edit menu, select "Free Transform."  You should see a box with handles appear around your image. 
4. Adjust the handles till you are satisfied with the image, then hit Enter.  You should now have a successfully straightened image, which you can save out using the Save As or Save for Web commands in the File menu.  Hope this helps!

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